人工智能精通视频教程
- Chapter_1-Introduction
- 1. Introduction
- Chapter_2-Overview
- 2. Overview I
- 3. Overview II
- 4. Overview III
- Chapter_3-Problem_Definition
- 5. Problem Definition I
- 6. Problem Definition II
- 7. Problem Definition III
- 8. Problem Definition IV
- Chapter_4-Data_Collection_and_Preprocessing
- 9. Data Collection & Preprocessing I
- 10. Data Collection & Preprocessing II
- 11. Data Collection & Preprocessing III
- 12. Data Collection & Preprocessing IV
- 13. Data Collection & Preprocessing V
- 14. Data Collection & Preprocessing VI
- Chapter_5-Algorithm_Selection_and_Development
- 15. Algorithm Selection & Development I
- 16. Algorithm Selection & Development II
- 17. Algorithm Selection & Development III
- 18. Algorithm Selection & Development IV
- 19. Algorithm Selection & Development V
- 20. Algorithm Selection & Development VI
- 21. Algorithm Selection & Development VII
- 22. Algorithm Selection & Development VIII
- 23. Algorithm Selection & Development IX
- 24. Algorithm Selection & Development X
- 25. Algorithm Selection & Development XI
- 26. Algorithm Selection & Development XII
- 27. Algorithm Selection & Development XIII
- 28. Algorithm Selection & Development XIV
- 29. Algorithm Selection & Development XV
- 30. Algorithm Selection & Development XVI
- 31. Algorithm Selection & Development XVII
- 32. Algorithm Selection & Development XVIII
- 33. Algorithm Selection & Development XIX
- 34. Algorithm Selection & Development XX
- 35. Algorithm Selection & Development XXI
- 36. Algorithm Selection & Development XXII
- 37. Algorithm Selection & Development XXIII
- Chapter_6-Feature_Engineering
- 38. Feature Engineering I
- 39. Feature Engineering II
- 40. Feature Engineering III
- 41. Feature Engineering IV
- 42. Feature Engineering V
- 43. Feature Engineering VI
- Chapter_7-Development
- 44. Deployment I
- 45. Deployment II
- 46. Deployment III
- Chapter_8-Monitoring_and_Maintenance
- 47. Monitoring and Maintenance I
- 48. Monitoring and Maintenance II
- 49. Monitoring and Maintenance III
- 50. Monitoring and Maintenance IV
- 51. Monitoring and Maintenance V
- Chapter_9-Collaboration
- 52. Collaboration I
- 53. Collaboration II
- 54. Collaboration III
- Chapter_10-Research_and_Innovation
- 55. Research and Innovation I
- 56. Research and Innovation II
- 57. Research and Innovation III
- Chapter_11-Ethical_Considerations
- 58. Ethical Considerations I
- 59. Ethical Considerations II
- 60. Ethical Considerations III
- Chapter_12-Roadmap_to_become_AI_Engineer
- 61. Roadmap to become AI Engineer
- Chapter_13-Summary
- 62. Summary